Dataset info
| Number of variables | 59 |
|---|---|
| Number of observations | 416648 |
| Missing cells | 592135 (2.4%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 187.5 MiB |
| Average record size in memory | 472.0 B |
Variables types
| Numeric | 32 |
|---|---|
| Categorical | 3 |
| Boolean | 24 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 0 |
| Unsupported | 0 |
Warnings
ps_calc_01 has 41752 (10.0%) zeros | Zeros |
ps_calc_02 has 41811 (10.0%) zeros | Zeros |
ps_calc_03 has 41567 (10.0%) zeros | Zeros |
ps_calc_04 has 16784 (4.0%) zeros | Zeros |
ps_calc_05 has 43028 (10.3%) zeros | Zeros |
ps_calc_07 has 10694 (2.6%) zeros | Zeros |
ps_calc_09 has 24116 (5.8%) zeros | Zeros |
ps_calc_12 has 98897 (23.7%) zeros | Zeros |
ps_calc_13 has 23426 (5.6%) zeros | Zeros |
ps_car_03_cat has 287575 (69.0%) missing values | Missing |
ps_car_04_cat has 347801 (83.5%) zeros | Zeros |
ps_car_05_cat has 186545 (44.8%) missing values | Missing |
ps_car_06_cat has 77266 (18.5%) zeros | Zeros |
ps_car_07_cat has 7977 (1.9%) missing values | Missing |
ps_car_09_cat has 135951 (32.6%) zeros | Zeros |
ps_car_14 has 29837 (7.2%) missing values | Missing |
ps_car_15 has 9977 (2.4%) zeros | Zeros |
ps_ind_01 has 131515 (31.6%) zeros | Zeros |
ps_ind_03 has 10787 (2.6%) zeros | Zeros |
ps_ind_05_cat has 369510 (88.7%) zeros | Zeros |
ps_ind_14 has 412194 (98.9%) zeros | Zeros |
ps_ind_15 has 22178 (5.3%) zeros | Zeros |
ps_reg_01 has 15168 (3.6%) zeros | Zeros |
ps_reg_02 has 62627 (15.0%) zeros | Zeros |
ps_reg_03 has 75496 (18.1%) missing values | Missing |
id
Numeric
| Distinct count | 416648 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 743579.3773 |
|---|---|
| Minimum | 7 |
| Maximum | 1488027 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 74578.4 |
| Q1 | 371817.5 |
| Median | 743444.5 |
| Q3 | 1115121.25 |
| 95-th percentile | 1413569.95 |
| Maximum | 1488027 |
| Range | 1488020 |
| Interquartile range | 743303.75 |
Descriptive statistics
| Standard deviation | 429324.6282 |
|---|---|
| Coef of variation | 0.5773756526 |
| Kurtosis | -1.199256348 |
| Mean | 743579.3773 |
| MAD | 371743.4939 |
| Skewness | 0.001408816372 |
| Sum | 3.098108604e+11 |
| Variance | 1.843196364e+11 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[7.000000e+00 1.488027e+06], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1050623 | 1 | < 0.1% | |
| 272554 | 1 | < 0.1% | |
| 1286872 | 1 | < 0.1% | |
| 240345 | 1 | < 0.1% | |
| 1290970 | 1 | < 0.1% | |
| 1284831 | 1 | < 0.1% | |
| 160482 | 1 | < 0.1% | |
| 162531 | 1 | < 0.1% | |
| 154343 | 1 | < 0.1% | |
| 140008 | 1 | < 0.1% | |
| Other values (416638) | 416638 | > 99.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 7 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 22 | 1 | < 0.1% | |
| 28 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1488027 | 1 | < 0.1% | |
| 1488016 | 1 | < 0.1% | |
| 1488013 | 1 | < 0.1% | |
| 1488008 | 1 | < 0.1% | |
| 1488001 | 1 | < 0.1% |
ps_calc_01
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4498274323 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 10.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.5 |
| Q3 | 0.7 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.2872232443 |
|---|---|
| Coef of variation | 0.6385187379 |
| Kurtosis | -1.224597246 |
| Mean | 0.4498274323 |
| MAD | 0.2500212576 |
| Skewness | -0.0005963207187 |
| Sum | 187419.7 |
| Variance | 0.08249719209 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6 | 42027 | 10.1% | |
| 0.8 | 41775 | 10.0% | |
| 0 | 41752 | 10.0% | |
| 0.1 | 41733 | 10.0% | |
| 0.5 | 41731 | 10.0% | |
| 0.2 | 41689 | 10.0% | |
| 0.3 | 41549 | 10.0% | |
| 0.9 | 41493 | 10.0% | |
| 0.7 | 41463 | 10.0% | |
| 0.4 | 41436 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41752 | 10.0% | |
| 0.1 | 41733 | 10.0% | |
| 0.2 | 41689 | 10.0% | |
| 0.3 | 41549 | 10.0% | |
| 0.4 | 41436 | 9.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 41493 | 10.0% | |
| 0.8 | 41775 | 10.0% | |
| 0.7 | 41463 | 10.0% | |
| 0.6 | 42027 | 10.1% | |
| 0.5 | 41731 | 10.0% |
ps_calc_02
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4493702118 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 10.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.4 |
| Q3 | 0.7 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.286990207 |
|---|---|
| Coef of variation | 0.6386498248 |
| Kurtosis | -1.220714451 |
| Mean | 0.4493702118 |
| MAD | 0.2496407407 |
| Skewness | 0.002435553485 |
| Sum | 187229.2 |
| Variance | 0.08236337894 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.5 | 42155 | 10.1% | |
| 0 | 41811 | 10.0% | |
| 0.4 | 41782 | 10.0% | |
| 0.2 | 41759 | 10.0% | |
| 0.7 | 41680 | 10.0% | |
| 0.3 | 41628 | 10.0% | |
| 0.1 | 41570 | 10.0% | |
| 0.9 | 41543 | 10.0% | |
| 0.6 | 41495 | 10.0% | |
| 0.8 | 41225 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41811 | 10.0% | |
| 0.1 | 41570 | 10.0% | |
| 0.2 | 41759 | 10.0% | |
| 0.3 | 41628 | 10.0% | |
| 0.4 | 41782 | 10.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 41543 | 10.0% | |
| 0.8 | 41225 | 9.9% | |
| 0.7 | 41680 | 10.0% | |
| 0.6 | 41495 | 10.0% | |
| 0.5 | 42155 | 10.1% |
ps_calc_03
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4499123961 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 10.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.5 |
| Q3 | 0.7 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.2871575951 |
|---|---|
| Coef of variation | 0.6382522411 |
| Kurtosis | -1.224132138 |
| Mean | 0.4499123961 |
| MAD | 0.2499306907 |
| Skewness | 2.716914673e-05 |
| Sum | 187455.1 |
| Variance | 0.08245948441 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.05 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.1 | 41962 | 10.1% | |
| 0.5 | 41909 | 10.1% | |
| 0.3 | 41844 | 10.0% | |
| 0.8 | 41682 | 10.0% | |
| 0.7 | 41673 | 10.0% | |
| 0.6 | 41629 | 10.0% | |
| 0 | 41567 | 10.0% | |
| 0.9 | 41559 | 10.0% | |
| 0.4 | 41447 | 9.9% | |
| 0.2 | 41376 | 9.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 41567 | 10.0% | |
| 0.1 | 41962 | 10.1% | |
| 0.2 | 41376 | 9.9% | |
| 0.3 | 41844 | 10.0% | |
| 0.4 | 41447 | 9.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 41559 | 10.0% | |
| 0.8 | 41682 | 10.0% | |
| 0.7 | 41673 | 10.0% | |
| 0.6 | 41629 | 10.0% | |
| 0.5 | 41909 | 10.1% |
ps_calc_04
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.372117471 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros (%) | 4.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.11780793 |
|---|---|
| Coef of variation | 0.471227898 |
| Kurtosis | -0.403987978 |
| Mean | 2.372117471 |
| MAD | 0.931537966 |
| Skewness | 0.04387516912 |
| Sum | 988338 |
| Variance | 1.249494568 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 135657 | 32.6% | |
| 3 | 122918 | 29.5% | |
| 1 | 75626 | 18.2% | |
| 4 | 55671 | 13.4% | |
| 0 | 16784 | 4.0% | |
| 5 | 9992 | 2.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 16784 | 4.0% | |
| 1 | 75626 | 18.2% | |
| 2 | 135657 | 32.6% | |
| 3 | 122918 | 29.5% | |
| 4 | 55671 | 13.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 5 | 9992 | 2.4% | |
| 4 | 55671 | 13.4% | |
| 3 | 122918 | 29.5% | |
| 2 | 135657 | 32.6% | |
| 1 | 75626 | 18.2% |
ps_calc_05
Numeric
| Distinct count | 7 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.885138054 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 10.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.136585896 |
|---|---|
| Coef of variation | 0.6029191832 |
| Kurtosis | -0.2219012331 |
| Mean | 1.885138054 |
| MAD | 0.8984481214 |
| Skewness | 0.3316508141 |
| Sum | 785439 |
| Variance | 1.291827499 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) | |
| 2 | 136173 | 32.7% | |
| 1 | 119817 | 28.8% | |
| 3 | 83352 | 20.0% | |
| 0 | 43028 | 10.3% | |
| 4 | 28570 | 6.9% | |
| 5 | 5308 | 1.3% | |
| 6 | 400 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 43028 | 10.3% | |
| 1 | 119817 | 28.8% | |
| 2 | 136173 | 32.7% | |
| 3 | 83352 | 20.0% | |
| 4 | 28570 | 6.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 400 | 0.1% | |
| 5 | 5308 | 1.3% | |
| 4 | 28570 | 6.9% | |
| 3 | 83352 | 20.0% | |
| 2 | 136173 | 32.7% |
ps_calc_06
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.688497245 |
|---|---|
| Minimum | 1 |
| Maximum | 10 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| Median | 8 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.334440119 |
|---|---|
| Coef of variation | 0.1735631914 |
| Kurtosis | -0.02369705399 |
| Mean | 7.688497245 |
| MAD | 1.086235259 |
| Skewness | -0.4090561534 |
| Sum | 3203397 |
| Variance | 1.780730431 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 8 | 122483 | 29.4% | |
| 7 | 97920 | 23.5% | |
| 9 | 90401 | 21.7% | |
| 6 | 51500 | 12.4% | |
| 10 | 30099 | 7.2% | |
| 5 | 18576 | 4.5% | |
| 4 | 4704 | 1.1% | |
| 3 | 872 | 0.2% | |
| 2 | 89 | < 0.1% | |
| 1 | 4 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 4 | < 0.1% | |
| 2 | 89 | < 0.1% | |
| 3 | 872 | 0.2% | |
| 4 | 4704 | 1.1% | |
| 5 | 18576 | 4.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 30099 | 7.2% | |
| 9 | 90401 | 21.7% | |
| 8 | 122483 | 29.4% | |
| 7 | 97920 | 23.5% | |
| 6 | 51500 | 12.4% |
ps_calc_07
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.006732302 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 2.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.414766819 |
|---|---|
| Coef of variation | 0.4705330163 |
| Kurtosis | -0.1763866269 |
| Mean | 3.006732302 |
| MAD | 1.095477525 |
| Skewness | 0.2325851167 |
| Sum | 1252749 |
| Variance | 2.001565152 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3 | 113564 | 27.3% | |
| 2 | 97330 | 23.4% | |
| 4 | 85601 | 20.5% | |
| 1 | 48492 | 11.6% | |
| 5 | 43183 | 10.4% | |
| 6 | 14315 | 3.4% | |
| 0 | 10694 | 2.6% | |
| 7 | 3072 | 0.7% | |
| 8 | 381 | 0.1% | |
| 9 | 16 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10694 | 2.6% | |
| 1 | 48492 | 11.6% | |
| 2 | 97330 | 23.4% | |
| 3 | 113564 | 27.3% | |
| 4 | 85601 | 20.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 16 | < 0.1% | |
| 8 | 381 | 0.1% | |
| 7 | 3072 | 0.7% | |
| 6 | 14315 | 3.4% | |
| 5 | 43183 | 10.4% |
ps_calc_08
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.22343321 |
|---|---|
| Minimum | 2 |
| Maximum | 12 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 8 |
| Median | 9 |
| Q3 | 10 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 10 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.459579251 |
|---|---|
| Coef of variation | 0.15824685 |
| Kurtosis | -0.04588479497 |
| Mean | 9.22343321 |
| MAD | 1.176210143 |
| Skewness | -0.3640526675 |
| Sum | 3842925 |
| Variance | 2.130371591 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[ 2. 2.5 3.5 4.5 5.5 ... 7.5 8.5 10.5 11.5 12. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 9 | 106294 | 25.5% | |
| 10 | 105901 | 25.4% | |
| 8 | 72017 | 17.3% | |
| 11 | 64088 | 15.4% | |
| 7 | 34849 | 8.4% | |
| 12 | 17625 | 4.2% | |
| 6 | 12067 | 2.9% | |
| 5 | 3170 | 0.8% | |
| 4 | 567 | 0.1% | |
| 3 | 62 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 2 | 8 | < 0.1% | |
| 3 | 62 | < 0.1% | |
| 4 | 567 | 0.1% | |
| 5 | 3170 | 0.8% | |
| 6 | 12067 | 2.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 12 | 17625 | 4.2% | |
| 11 | 64088 | 15.4% | |
| 10 | 105901 | 25.4% | |
| 9 | 106294 | 25.5% | |
| 8 | 72017 | 17.3% |
ps_calc_09
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.340548857 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 5.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.247124165 |
|---|---|
| Coef of variation | 0.5328340665 |
| Kurtosis | -0.227344404 |
| Mean | 2.340548857 |
| MAD | 1.0253913 |
| Skewness | 0.2602484628 |
| Sum | 975185 |
| Variance | 1.555318683 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 2 | 127817 | 30.7% | |
| 3 | 106979 | 25.7% | |
| 1 | 84772 | 20.3% | |
| 4 | 53971 | 13.0% | |
| 0 | 24116 | 5.8% | |
| 5 | 16176 | 3.9% | |
| 6 | 2641 | 0.6% | |
| 7 | 176 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 24116 | 5.8% | |
| 1 | 84772 | 20.3% | |
| 2 | 127817 | 30.7% | |
| 3 | 106979 | 25.7% | |
| 4 | 53971 | 13.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 176 | < 0.1% | |
| 6 | 2641 | 0.6% | |
| 5 | 16176 | 3.9% | |
| 4 | 53971 | 13.0% | |
| 3 | 106979 | 25.7% |
ps_calc_10
Numeric
| Distinct count | 26 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.432079357 |
|---|---|
| Minimum | 0 |
| Maximum | 25 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 6 |
| Median | 8 |
| Q3 | 10 |
| 95-th percentile | 13 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.905573106 |
|---|---|
| Coef of variation | 0.3445855978 |
| Kurtosis | 0.1169181891 |
| Mean | 8.432079357 |
| MAD | 2.329192008 |
| Skewness | 0.3427371233 |
| Sum | 3513209 |
| Variance | 8.442355072 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=26)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 19.5 20.5 21.5 23.5 25. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8 | 57489 | 13.8% | |
| 7 | 54513 | 13.1% | |
| 9 | 53660 | 12.9% | |
| 10 | 45728 | 11.0% | |
| 6 | 45283 | 10.9% | |
| 11 | 34762 | 8.3% | |
| 5 | 32214 | 7.7% | |
| 12 | 24425 | 5.9% | |
| 4 | 19064 | 4.6% | |
| 13 | 15856 | 3.8% | |
| Other values (16) | 33654 | 8.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 100 | < 0.1% | |
| 1 | 769 | 0.2% | |
| 2 | 3223 | 0.8% | |
| 3 | 9176 | 2.2% | |
| 4 | 19064 | 4.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | < 0.1% | |
| 24 | 1 | < 0.1% | |
| 23 | 9 | < 0.1% | |
| 22 | 23 | < 0.1% | |
| 21 | 51 | < 0.1% |
ps_calc_11
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.440527736 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 0.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| Median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.332164987 |
|---|---|
| Coef of variation | 0.4286652143 |
| Kurtosis | 0.1855136524 |
| Mean | 5.440527736 |
| MAD | 1.874064142 |
| Skewness | 0.4315223569 |
| Sum | 2266785 |
| Variance | 5.438993529 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=19)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 13.5 14.5 15.5 16.5 18. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5 | 71698 | 17.2% | |
| 4 | 65855 | 15.8% | |
| 6 | 65359 | 15.7% | |
| 7 | 50453 | 12.1% | |
| 3 | 48651 | 11.7% | |
| 8 | 34336 | 8.2% | |
| 2 | 26745 | 6.4% | |
| 9 | 20825 | 5.0% | |
| 10 | 11314 | 2.7% | |
| 1 | 9856 | 2.4% | |
| Other values (9) | 11556 | 2.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1736 | 0.4% | |
| 1 | 9856 | 2.4% | |
| 2 | 26745 | 6.4% | |
| 3 | 48651 | 11.7% | |
| 4 | 65855 | 15.8% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 7 | < 0.1% | |
| 17 | 16 | < 0.1% | |
| 16 | 51 | < 0.1% | |
| 15 | 127 | < 0.1% | |
| 14 | 453 | 0.1% |
ps_calc_12
Numeric
| Distinct count | 11 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.441036558 |
|---|---|
| Minimum | 0 |
| Maximum | 10 |
| Zeros (%) | 23.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range | 1 |
Descriptive statistics
| Standard deviation | 1.20229967 |
|---|---|
| Coef of variation | 0.8343297491 |
| Kurtosis | 0.6830479834 |
| Mean | 1.441036558 |
| MAD | 0.9847058213 |
| Skewness | 0.8328765884 |
| Sum | 600405 |
| Variance | 1.445524497 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=11)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 6.5 7.5 8.5 10. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1 | 141992 | 34.1% | |
| 2 | 101953 | 24.5% | |
| 0 | 98897 | 23.7% | |
| 3 | 49256 | 11.8% | |
| 4 | 17924 | 4.3% | |
| 5 | 5089 | 1.2% | |
| 6 | 1222 | 0.3% | |
| 7 | 263 | 0.1% | |
| 8 | 44 | < 0.1% | |
| 9 | 7 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 98897 | 23.7% | |
| 1 | 141992 | 34.1% | |
| 2 | 101953 | 24.5% | |
| 3 | 49256 | 11.8% | |
| 4 | 17924 | 4.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10 | 1 | < 0.1% | |
| 9 | 7 | < 0.1% | |
| 8 | 44 | < 0.1% | |
| 7 | 263 | 0.1% | |
| 6 | 1222 | 0.3% |
ps_calc_13
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.872501488 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 5.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 1.691925759 |
|---|---|
| Coef of variation | 0.5890077919 |
| Kurtosis | 0.3316315366 |
| Mean | 2.872501488 |
| MAD | 1.338496096 |
| Skewness | 0.5869325149 |
| Sum | 1196822 |
| Variance | 2.862612773 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=14)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 8.5 9.5 10.5 11.5 13. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 2 | 97679 | 23.4% | |
| 3 | 92980 | 22.3% | |
| 1 | 67463 | 16.2% | |
| 4 | 67134 | 16.1% | |
| 5 | 38132 | 9.2% | |
| 0 | 23426 | 5.6% | |
| 6 | 18343 | 4.4% | |
| 7 | 7657 | 1.8% | |
| 8 | 2723 | 0.7% | |
| 9 | 789 | 0.2% | |
| Other values (4) | 322 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 23426 | 5.6% | |
| 1 | 67463 | 16.2% | |
| 2 | 97679 | 23.4% | |
| 3 | 92980 | 22.3% | |
| 4 | 67134 | 16.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13 | 2 | < 0.1% | |
| 12 | 16 | < 0.1% | |
| 11 | 65 | < 0.1% | |
| 10 | 239 | 0.1% | |
| 9 | 789 | 0.2% |
ps_calc_14
Numeric
| Distinct count | 24 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.536335228 |
|---|---|
| Minimum | 0 |
| Maximum | 23 |
| Zeros (%) | 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| Median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 2.746226608 |
|---|---|
| Coef of variation | 0.3643981491 |
| Kurtosis | 0.1310460164 |
| Mean | 7.536335228 |
| MAD | 2.203648218 |
| Skewness | 0.3642216032 |
| Sum | 3139999 |
| Variance | 7.541760581 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=24)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 17.5 18.5 19.5 20.5 23. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7 | 60615 | 14.5% | |
| 8 | 57407 | 13.8% | |
| 6 | 56680 | 13.6% | |
| 9 | 47814 | 11.5% | |
| 5 | 44889 | 10.8% | |
| 10 | 36616 | 8.8% | |
| 4 | 29856 | 7.2% | |
| 11 | 24785 | 5.9% | |
| 3 | 16057 | 3.9% | |
| 12 | 15432 | 3.7% | |
| Other values (14) | 26497 | 6.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 217 | 0.1% | |
| 1 | 1665 | 0.4% | |
| 2 | 6266 | 1.5% | |
| 3 | 16057 | 3.9% | |
| 4 | 29856 | 7.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 23 | 1 | < 0.1% | |
| 22 | 4 | < 0.1% | |
| 21 | 10 | < 0.1% | |
| 20 | 32 | < 0.1% | |
| 19 | 94 | < 0.1% |
ps_calc_15_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 50982 |
| Value | Count | Frequency (%) | |
| 0 | 365666 | 87.8% | |
| 1 | 50982 | 12.2% |
ps_calc_16_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 261633 | 62.8% | |
| 0 | 155015 | 37.2% |
ps_calc_17_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 230984 | 55.4% | |
| 0 | 185664 | 44.6% |
ps_calc_18_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 296978 | 71.3% | |
| 1 | 119670 | 28.7% |
ps_calc_19_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 271164 | 65.1% | |
| 1 | 145484 | 34.9% |
ps_calc_20_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 63963 |
| Value | Count | Frequency (%) | |
| 0 | 352685 | 84.6% | |
| 1 | 63963 | 15.4% |
ps_car_01_cat
Numeric
| Distinct count | 13 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 79 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 8.30371199 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros (%) | 1.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 7 |
| Median | 7 |
| Q3 | 11 |
| 95-th percentile | 11 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.505259524 |
|---|---|
| Coef of variation | 0.3017035667 |
| Kurtosis | -0.2114534004 |
| Mean | 8.30371199 |
| MAD | 2.220355356 |
| Skewness | -0.5335052449 |
| Sum | 3459069 |
| Variance | 6.276325282 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) | |
| 11 | 145734 | 35.0% | |
| 7 | 125233 | 30.1% | |
| 6 | 43498 | 10.4% | |
| 10 | 35117 | 8.4% | |
| 4 | 18241 | 4.4% | |
| 9 | 14299 | 3.4% | |
| 5 | 12704 | 3.0% | |
| 8 | 10523 | 2.5% | |
| 3 | 4629 | 1.1% | |
| 0 | 4132 | 1.0% | |
| Other values (2) | 2459 | 0.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 4132 | 1.0% | |
| 1 | 958 | 0.2% | |
| 2 | 1501 | 0.4% | |
| 3 | 4629 | 1.1% | |
| 4 | 18241 | 4.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 145734 | 35.0% | |
| 10 | 35117 | 8.4% | |
| 9 | 14299 | 3.4% | |
| 8 | 10523 | 2.5% | |
| 7 | 125233 | 30.1% |
ps_car_02_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 5 |
| 1 | |
|---|---|
| 0 | |
| (Missing) | 5 |
| Value | Count | Frequency (%) | |
| 1 | 345880 | 83.0% | |
| 0 | 70763 | 17.0% | |
| (Missing) | 5 | < 0.1% |
ps_car_03_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 69.0% |
| Missing (n) | 287575 |
| 1 | |
|---|---|
| 0 | 51501 |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 77572 | 18.6% | |
| 0 | 51501 | 12.4% | |
| (Missing) | 287575 | 69.0% |
ps_car_04_cat
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.722276358 |
|---|---|
| Minimum | 0 |
| Maximum | 9 |
| Zeros (%) | 83.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 2.149197211 |
|---|---|
| Coef of variation | 2.975588482 |
| Kurtosis | 8.67794136 |
| Mean | 0.722276358 |
| MAD | 1.205854532 |
| Skewness | 3.187377044 |
| Sum | 300935 |
| Variance | 4.619048653 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0 | 347801 | 83.5% | |
| 1 | 22512 | 5.4% | |
| 2 | 16532 | 4.0% | |
| 8 | 14377 | 3.5% | |
| 9 | 13242 | 3.2% | |
| 6 | 1097 | 0.3% | |
| 3 | 448 | 0.1% | |
| 5 | 380 | 0.1% | |
| 4 | 158 | < 0.1% | |
| 7 | 101 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 347801 | 83.5% | |
| 1 | 22512 | 5.4% | |
| 2 | 16532 | 4.0% | |
| 3 | 448 | 0.1% | |
| 4 | 158 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 9 | 13242 | 3.2% | |
| 8 | 14377 | 3.5% | |
| 7 | 101 | < 0.1% | |
| 6 | 1097 | 0.3% | |
| 5 | 380 | 0.1% |
ps_car_05_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 44.8% |
| Missing (n) | 186545 |
| 1 | |
|---|---|
| 0 | |
| (Missing) |
| Value | Count | Frequency (%) | |
| 1 | 121089 | 29.1% | |
| 0 | 109014 | 26.2% | |
| (Missing) | 186545 | 44.8% |
ps_car_06_cat
Numeric
| Distinct count | 18 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 6.547560531 |
|---|---|
| Minimum | 0 |
| Maximum | 17 |
| Zeros (%) | 18.5% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| Median | 7 |
| Q3 | 11 |
| 95-th percentile | 15 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range | 10 |
Descriptive statistics
| Standard deviation | 5.500439812 |
|---|---|
| Coef of variation | 0.8400746791 |
| Kurtosis | -1.573232435 |
| Mean | 6.547560531 |
| MAD | 5.122874795 |
| Skewness | 0.09947161031 |
| Sum | 2728028 |
| Variance | 30.25483813 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 11 | 92017 | 22.1% | |
| 1 | 83164 | 20.0% | |
| 0 | 77266 | 18.5% | |
| 14 | 41442 | 9.9% | |
| 10 | 23457 | 5.6% | |
| 4 | 21729 | 5.2% | |
| 15 | 15191 | 3.6% | |
| 6 | 14693 | 3.5% | |
| 9 | 12166 | 2.9% | |
| 7 | 11410 | 2.7% | |
| Other values (8) | 24113 | 5.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 77266 | 18.5% | |
| 1 | 83164 | 20.0% | |
| 2 | 1129 | 0.3% | |
| 3 | 8427 | 2.0% | |
| 4 | 21729 | 5.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 17 | 3457 | 0.8% | |
| 16 | 3141 | 0.8% | |
| 15 | 15191 | 3.6% | |
| 14 | 41442 | 9.9% | |
| 13 | 4326 | 1.0% |
ps_car_07_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 1.9% |
| Missing (n) | 7977 |
| 1 | |
|---|---|
| 0 | 21490 |
| (Missing) | 7977 |
| Value | Count | Frequency (%) | |
| 1 | 387181 | 92.9% | |
| 0 | 21490 | 5.2% | |
| (Missing) | 7977 | 1.9% |
ps_car_08_cat
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 346670 | 83.2% | |
| 0 | 69978 | 16.8% |
ps_car_09_cat
Numeric
| Distinct count | 6 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.1% |
| Missing (n) | 387 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.332317945 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 32.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 2 |
Descriptive statistics
| Standard deviation | 0.9762902081 |
|---|---|
| Coef of variation | 0.7327756951 |
| Kurtosis | -1.262959236 |
| Mean | 1.332317945 |
| MAD | 0.9027284136 |
| Skewness | -0.4216902685 |
| Sum | 554592 |
| Variance | 0.9531425705 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) | |
| 2 | 247628 | 59.4% | |
| 0 | 135951 | 32.6% | |
| 1 | 20328 | 4.9% | |
| 3 | 10408 | 2.5% | |
| 4 | 1946 | 0.5% | |
| (Missing) | 387 | 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 135951 | 32.6% | |
| 1 | 20328 | 4.9% | |
| 2 | 247628 | 59.4% | |
| 3 | 10408 | 2.5% | |
| 4 | 1946 | 0.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 1946 | 0.5% | |
| 3 | 10408 | 2.5% | |
| 2 | 247628 | 59.4% | |
| 1 | 20328 | 4.9% | |
| 0 | 135951 | 32.6% |
ps_car_10_cat
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 3367 |
| 2 | 118 |
| Value | Count | Frequency (%) | |
| 1 | 413163 | 99.2% | |
| 0 | 3367 | 0.8% | |
| 2 | 118 | < 0.1% |
| Max length | 1 |
|---|---|
| Mean length | 1 |
| Min length | 1 |
| Contains chars | False |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | False |
ps_car_11
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 4 |
| 3 | |
|---|---|
| 2 | |
| 1 | 42657 |
| Value | Count | Frequency (%) | |
| 3 | 223139 | 53.6% | |
| 2 | 132751 | 31.9% | |
| 1 | 42657 | 10.2% | |
| 0 | 18097 | 4.3% | |
| (Missing) | 4 | < 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ps_car_11_cat
Numeric
| Distinct count | 104 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 62.25908441 |
|---|---|
| Minimum | 1 |
| Maximum | 104 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 32 |
| Median | 65 |
| Q3 | 93 |
| 95-th percentile | 104 |
| Maximum | 104 |
| Range | 103 |
| Interquartile range | 61 |
Descriptive statistics
| Standard deviation | 32.9890526 |
|---|---|
| Coef of variation | 0.5298672943 |
| Kurtosis | -1.276864354 |
| Mean | 62.25908441 |
| MAD | 28.89153393 |
| Skewness | -0.2372976436 |
| Sum | 25940123 |
| Variance | 1088.277591 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 100.5 101.5 102.5 103.5 104. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 104 | 59597 | 14.3% | |
| 103 | 16972 | 4.1% | |
| 64 | 15608 | 3.7% | |
| 87 | 11966 | 2.9% | |
| 32 | 8867 | 2.1% | |
| 28 | 8785 | 2.1% | |
| 5 | 8754 | 2.1% | |
| 99 | 8348 | 2.0% | |
| 65 | 7690 | 1.8% | |
| 82 | 7312 | 1.8% | |
| Other values (94) | 262749 | 63.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 2341 | 0.6% | |
| 2 | 1792 | 0.4% | |
| 3 | 2238 | 0.5% | |
| 4 | 1090 | 0.3% | |
| 5 | 8754 | 2.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 104 | 59597 | 14.3% | |
| 103 | 16972 | 4.1% | |
| 102 | 1480 | 0.4% | |
| 101 | 5228 | 1.3% | |
| 100 | 3099 | 0.7% |
ps_car_12
Numeric
| Distinct count | 180 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 1 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.3799223597 |
|---|---|
| Minimum | 0.1 |
| Maximum | 1.264911064 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3160696126 |
| Q1 | 0.316227766 |
| Median | 0.3741657387 |
| Q3 | 0.4 |
| 95-th percentile | 0.4688283268 |
| Maximum | 1.264911064 |
| Range | 1.164911064 |
| Interquartile range | 0.083772234 |
Descriptive statistics
| Standard deviation | 0.05826350112 |
|---|---|
| Coef of variation | 0.1533563362 |
| Kurtosis | 4.958757043 |
| Mean | 0.3799223597 |
| MAD | 0.04574371166 |
| Skewness | 1.088320033 |
| Sum | 158293.5114 |
| Variance | 0.003394635563 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.316227766 | 119297 | 28.6% | |
| 0.4 | 78183 | 18.8% | |
| 0.3741657387 | 69241 | 16.6% | |
| 0.4242640687 | 34520 | 8.3% | |
| 0.4472135955 | 34307 | 8.2% | |
| 0.3160696126 | 16565 | 4.0% | |
| 0.3872983346 | 9945 | 2.4% | |
| 0.4898979486 | 4436 | 1.1% | |
| 0.5477225575 | 4063 | 1.0% | |
| 0.3997499218 | 3663 | 0.9% | |
| Other values (169) | 42427 | 10.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1 | 2 | < 0.1% | |
| 0.1414213562 | 43 | < 0.1% | |
| 0.1483239697 | 2 | < 0.1% | |
| 0.1732050808 | 3 | < 0.1% | |
| 0.2828427125 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.264911064 | 26 | < 0.1% | |
| 0.8185352772 | 38 | < 0.1% | |
| 0.7874007874 | 12 | < 0.1% | |
| 0.7810249676 | 2 | < 0.1% | |
| 0.7727871635 | 1 | < 0.1% |
ps_car_13
Numeric
| Distinct count | 60627 |
|---|---|
| Unique (%) | 14.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8132406885 |
|---|---|
| Minimum | 0.2506190682 |
| Maximum | 3.720626003 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.2506190682 |
|---|---|
| 5-th percentile | 0.5424919545 |
| Q1 | 0.670835793 |
| Median | 0.7660810436 |
| Q3 | 0.9063823286 |
| 95-th percentile | 1.234448718 |
| Maximum | 3.720626003 |
| Range | 3.470006934 |
| Interquartile range | 0.2355465356 |
Descriptive statistics
| Standard deviation | 0.2242777962 |
|---|---|
| Coef of variation | 0.2757828026 |
| Kurtosis | 5.406908398 |
| Mean | 0.8132406885 |
| MAD | 0.1627632898 |
| Skewness | 1.695408732 |
| Sum | 338835.1064 |
| Variance | 0.05030052988 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=50)
Histogram with variable size bins (bins=[0.25061907 0.32494025 0.34989668 0.38249399 0.3924257 ... 2.13210987 2.36039503 2.57273528 2.82401631 3.720626 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.6745828218 | 279 | 0.1% | |
| 0.6927755889 | 260 | 0.1% | |
| 0.7416894942 | 247 | 0.1% | |
| 0.6595609609 | 247 | 0.1% | |
| 0.7492282531 | 246 | 0.1% | |
| 0.8417808749 | 246 | 0.1% | |
| 0.6877769915 | 229 | 0.1% | |
| 0.7437202664 | 226 | 0.1% | |
| 0.596390659 | 223 | 0.1% | |
| 0.7477652657 | 222 | 0.1% | |
| Other values (60617) | 414223 | 99.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.2506190682 | 1 | < 0.1% | |
| 0.2904115063 | 1 | < 0.1% | |
| 0.3133397807 | 1 | < 0.1% | |
| 0.3137351623 | 1 | < 0.1% | |
| 0.316064383 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.720626003 | 1 | < 0.1% | |
| 3.515802578 | 1 | < 0.1% | |
| 3.442562951 | 1 | < 0.1% | |
| 3.394742532 | 1 | < 0.1% | |
| 3.202868678 | 1 | < 0.1% |
ps_car_14
Numeric
| Distinct count | 842 |
|---|---|
| Unique (%) | 0.2% |
| Missing (%) | 7.2% |
| Missing (n) | 29837 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.3746166789 |
|---|---|
| Minimum | 0.1095445115 |
| Maximum | 0.6363961031 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.1095445115 |
|---|---|
| 5-th percentile | 0.3016620626 |
| Q1 | 0.35 |
| Median | 0.3734969879 |
| Q3 | 0.397617907 |
| 95-th percentile | 0.4440720662 |
| Maximum | 0.6363961031 |
| Range | 0.5268515916 |
| Interquartile range | 0.047617907 |
Descriptive statistics
| Standard deviation | 0.04562888422 |
|---|---|
| Coef of variation | 0.1218015289 |
| Kurtosis | 2.020975944 |
| Mean | 0.3746166789 |
| MAD | 0.03364271915 |
| Skewness | 0.6674640756 |
| Sum | 144905.8522 |
| Variance | 0.002081995075 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.3615245497 | 12342 | 3.0% | |
| 0.3583294573 | 10814 | 2.6% | |
| 0.3619392214 | 8300 | 2.0% | |
| 0.3687817783 | 8118 | 1.9% | |
| 0.3974921383 | 6809 | 1.6% | |
| 0.3685105155 | 5963 | 1.4% | |
| 0.3598610843 | 5901 | 1.4% | |
| 0.4 | 5099 | 1.2% | |
| 0.2944486373 | 4843 | 1.2% | |
| 0.3937003937 | 4764 | 1.1% | |
| Other values (831) | 313858 | 75.3% | |
| (Missing) | 29837 | 7.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.1095445115 | 5 | < 0.1% | |
| 0.1183215957 | 41 | < 0.1% | |
| 0.1360147051 | 9 | < 0.1% | |
| 0.2 | 76 | < 0.1% | |
| 0.2078460969 | 3 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.6363961031 | 3 | < 0.1% | |
| 0.6316644679 | 4 | < 0.1% | |
| 0.6099180273 | 6 | < 0.1% | |
| 0.5958187644 | 1 | < 0.1% | |
| 0.5916079783 | 27 | < 0.1% |
ps_car_15
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 3.06633396 |
|---|---|
| Minimum | 0 |
| Maximum | 3.741657387 |
| Zeros (%) | 2.4% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.732050808 |
| Q1 | 2.828427125 |
| Median | 3.31662479 |
| Q3 | 3.605551276 |
| 95-th percentile | 3.741657387 |
| Maximum | 3.741657387 |
| Range | 3.741657387 |
| Interquartile range | 0.7771241508 |
Descriptive statistics
| Standard deviation | 0.7317372096 |
|---|---|
| Coef of variation | 0.2386358495 |
| Kurtosis | 5.885962025 |
| Mean | 3.06633396 |
| MAD | 0.5120153119 |
| Skewness | -2.2186493 |
| Sum | 1277581.912 |
| Variance | 0.5354393439 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) | |
| 3.605551276 | 76908 | 18.5% | |
| 3.464101615 | 54017 | 13.0% | |
| 3.31662479 | 48138 | 11.6% | |
| 3.16227766 | 44299 | 10.6% | |
| 3.741657387 | 40588 | 9.7% | |
| 2.828427125 | 34223 | 8.2% | |
| 3 | 33872 | 8.1% | |
| 2.645751311 | 21054 | 5.1% | |
| 2.449489743 | 14231 | 3.4% | |
| 2.236067977 | 13574 | 3.3% | |
| Other values (5) | 35744 | 8.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 9977 | 2.4% | |
| 1 | 4611 | 1.1% | |
| 1.414213562 | 4552 | 1.1% | |
| 1.732050808 | 7563 | 1.8% | |
| 2 | 9041 | 2.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3.741657387 | 40588 | 9.7% | |
| 3.605551276 | 76908 | 18.5% | |
| 3.464101615 | 54017 | 13.0% | |
| 3.31662479 | 48138 | 11.6% | |
| 3.16227766 | 44299 | 10.6% |
ps_ind_01
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.897793821 |
|---|---|
| Minimum | 0 |
| Maximum | 7 |
| Zeros (%) | 31.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range | 3 |
Descriptive statistics
| Standard deviation | 1.982451176 |
|---|---|
| Coef of variation | 1.044608299 |
| Kurtosis | -0.2152314349 |
| Mean | 1.897793821 |
| MAD | 1.632123792 |
| Skewness | 0.9331946682 |
| Sum | 790712 |
| Variance | 3.930112666 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 131515 | 31.6% | |
| 1 | 100716 | 24.2% | |
| 2 | 57899 | 13.9% | |
| 5 | 43008 | 10.3% | |
| 3 | 35704 | 8.6% | |
| 4 | 23414 | 5.6% | |
| 6 | 12354 | 3.0% | |
| 7 | 12038 | 2.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 131515 | 31.6% | |
| 1 | 100716 | 24.2% | |
| 2 | 57899 | 13.9% | |
| 3 | 35704 | 8.6% | |
| 4 | 23414 | 5.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 7 | 12038 | 2.9% | |
| 6 | 12354 | 3.0% | |
| 5 | 43008 | 10.3% | |
| 4 | 23414 | 5.6% | |
| 3 | 35704 | 8.6% |
ps_ind_02_cat
Categorical
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 152 |
| 1 | |
|---|---|
| 2 | |
| 3 | 19679 |
| Value | Count | Frequency (%) | |
| 1 | 302442 | 72.6% | |
| 2 | 86369 | 20.7% | |
| 3 | 19679 | 4.7% | |
| 4 | 8006 | 1.9% | |
| (Missing) | 152 | < 0.1% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | False |
| Contains non-words | True |
ps_ind_03
Numeric
| Distinct count | 12 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 4.423273363 |
|---|---|
| Minimum | 0 |
| Maximum | 11 |
| Zeros (%) | 2.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range | 4 |
Descriptive statistics
| Standard deviation | 2.699279235 |
|---|---|
| Coef of variation | 0.6102447247 |
| Kurtosis | -0.6491685394 |
| Mean | 4.423273363 |
| MAD | 2.282534409 |
| Skewness | 0.4643034932 |
| Sum | 1842948 |
| Variance | 7.286108391 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) | |
| 2 | 67477 | 16.2% | |
| 3 | 57353 | 13.8% | |
| 1 | 47554 | 11.4% | |
| 4 | 46916 | 11.3% | |
| 5 | 44080 | 10.6% | |
| 6 | 42276 | 10.1% | |
| 7 | 36650 | 8.8% | |
| 8 | 27777 | 6.7% | |
| 9 | 17787 | 4.3% | |
| 0 | 10787 | 2.6% | |
| Other values (2) | 17991 | 4.3% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 10787 | 2.6% | |
| 1 | 47554 | 11.4% | |
| 2 | 67477 | 16.2% | |
| 3 | 57353 | 13.8% | |
| 4 | 46916 | 11.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 11 | 7902 | 1.9% | |
| 10 | 10089 | 2.4% | |
| 9 | 17787 | 4.3% | |
| 8 | 27777 | 6.7% | |
| 7 | 36650 | 8.8% |
ps_ind_04_cat
Boolean
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | < 0.1% |
| Missing (n) | 62 |
| 0 | |
|---|---|
| 1 | |
| (Missing) | 62 |
| Value | Count | Frequency (%) | |
| 0 | 242896 | 58.3% | |
| 1 | 173690 | 41.7% | |
| (Missing) | 62 | < 0.1% |
ps_ind_05_cat
Numeric
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 1.0% |
| Missing (n) | 4015 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4200076097 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros (%) | 88.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.351360119 |
|---|---|
| Coef of variation | 3.217465799 |
| Kurtosis | 9.332205972 |
| Mean | 0.4200076097 |
| MAD | 0.752227824 |
| Skewness | 3.246178711 |
| Sum | 173309 |
| Variance | 1.826174173 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) | |
| 0 | 369510 | 88.7% | |
| 6 | 14512 | 3.5% | |
| 4 | 12883 | 3.1% | |
| 1 | 5895 | 1.4% | |
| 3 | 5733 | 1.4% | |
| 2 | 2963 | 0.7% | |
| 5 | 1137 | 0.3% | |
| (Missing) | 4015 | 1.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 369510 | 88.7% | |
| 1 | 5895 | 1.4% | |
| 2 | 2963 | 0.7% | |
| 3 | 5733 | 1.4% | |
| 4 | 12883 | 3.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 6 | 14512 | 3.5% | |
| 5 | 1137 | 0.3% | |
| 4 | 12883 | 3.1% | |
| 3 | 5733 | 1.4% | |
| 2 | 2963 | 0.7% |
ps_ind_06_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 252599 | 60.6% | |
| 1 | 164049 | 39.4% |
ps_ind_07_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 309552 | 74.3% | |
| 1 | 107096 | 25.7% |
ps_ind_08_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 68260 |
| Value | Count | Frequency (%) | |
| 0 | 348388 | 83.6% | |
| 1 | 68260 | 16.4% |
ps_ind_09_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 339405 | 81.5% | |
| 1 | 77243 | 18.5% |
ps_ind_10_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 151 |
| Value | Count | Frequency (%) | |
| 0 | 416497 | > 99.9% | |
| 1 | 151 | < 0.1% |
ps_ind_11_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 697 |
| Value | Count | Frequency (%) | |
| 0 | 415951 | 99.8% | |
| 1 | 697 | 0.2% |
ps_ind_12_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 3933 |
| Value | Count | Frequency (%) | |
| 0 | 412715 | 99.1% | |
| 1 | 3933 | 0.9% |
ps_ind_13_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 391 |
| Value | Count | Frequency (%) | |
| 0 | 416257 | 99.9% | |
| 1 | 391 | 0.1% |
ps_ind_14
Numeric
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.01241335612 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros (%) | 98.9% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 0.1273368793 |
|---|---|
| Coef of variation | 10.25805415 |
| Kurtosis | 180.6363195 |
| Mean | 0.01241335612 |
| MAD | 0.02456131272 |
| Skewness | 12.21914261 |
| Sum | 5172 |
| Variance | 0.01621468083 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=5)
| Value | Count | Frequency (%) | |
| 0 | 412194 | 98.9% | |
| 1 | 3840 | 0.9% | |
| 2 | 512 | 0.1% | |
| 3 | 100 | < 0.1% | |
| 4 | 2 | < 0.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 412194 | 98.9% | |
| 1 | 3840 | 0.9% | |
| 2 | 512 | 0.1% | |
| 3 | 100 | < 0.1% | |
| 4 | 2 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4 | 2 | < 0.1% | |
| 3 | 100 | < 0.1% | |
| 2 | 512 | 0.1% | |
| 1 | 3840 | 0.9% | |
| 0 | 412194 | 98.9% |
ps_ind_15
Numeric
| Distinct count | 14 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 7.299502218 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros (%) | 5.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| Median | 7 |
| Q3 | 10 |
| 95-th percentile | 13 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 3.544760235 |
|---|---|
| Coef of variation | 0.4856167077 |
| Kurtosis | -0.7359855127 |
| Mean | 7.299502218 |
| MAD | 2.937486635 |
| Skewness | -0.2850101613 |
| Sum | 3041323 |
| Variance | 12.56532512 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=14)
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 8.5 9.5 11.5 12.5 13. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 7 | 45631 | 11.0% | |
| 8 | 41701 | 10.0% | |
| 6 | 41130 | 9.9% | |
| 10 | 37886 | 9.1% | |
| 11 | 37439 | 9.0% | |
| 9 | 31831 | 7.6% | |
| 12 | 31376 | 7.5% | |
| 5 | 29847 | 7.2% | |
| 4 | 29143 | 7.0% | |
| 13 | 24607 | 5.9% | |
| Other values (4) | 66057 | 15.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 22178 | 5.3% | |
| 1 | 8170 | 2.0% | |
| 2 | 13157 | 3.2% | |
| 3 | 22552 | 5.4% | |
| 4 | 29143 | 7.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13 | 24607 | 5.9% | |
| 12 | 31376 | 7.5% | |
| 11 | 37439 | 9.0% | |
| 10 | 37886 | 9.1% | |
| 9 | 31831 | 7.6% |
ps_ind_16_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 275198 | 66.1% | |
| 0 | 141450 | 33.9% |
ps_ind_17_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 50567 |
| Value | Count | Frequency (%) | |
| 0 | 366081 | 87.9% | |
| 1 | 50567 | 12.1% |
ps_ind_18_bin
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 63963 |
| Value | Count | Frequency (%) | |
| 0 | 352685 | 84.6% | |
| 1 | 63963 | 15.4% |
ps_reg_01
Numeric
| Distinct count | 10 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.6110575354 |
|---|---|
| Minimum | 0 |
| Maximum | 0.9 |
| Zeros (%) | 3.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.4 |
| Median | 0.7 |
| Q3 | 0.9 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.9 |
| Interquartile range | 0.5 |
Descriptive statistics
| Standard deviation | 0.2876893097 |
|---|---|
| Coef of variation | 0.4708056002 |
| Kurtosis | -0.8868350235 |
| Mean | 0.6110575354 |
| MAD | 0.2476179713 |
| Skewness | -0.6398606973 |
| Sum | 254595.9 |
| Variance | 0.0827651389 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0. 0.15 0.25 0.35 0.45 0.55 0.65 0.75 0.85 0.9 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 0.9 | 136373 | 32.7% | |
| 0.7 | 47626 | 11.4% | |
| 0.8 | 42049 | 10.1% | |
| 0.6 | 39337 | 9.4% | |
| 0.4 | 37472 | 9.0% | |
| 0.1 | 30316 | 7.3% | |
| 0.3 | 28254 | 6.8% | |
| 0.5 | 22578 | 5.4% | |
| 0.2 | 17475 | 4.2% | |
| 0 | 15168 | 3.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 15168 | 3.6% | |
| 0.1 | 30316 | 7.3% | |
| 0.2 | 17475 | 4.2% | |
| 0.3 | 28254 | 6.8% | |
| 0.4 | 37472 | 9.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 0.9 | 136373 | 32.7% | |
| 0.8 | 42049 | 10.1% | |
| 0.7 | 47626 | 11.4% | |
| 0.6 | 39337 | 9.4% | |
| 0.5 | 22578 | 5.4% |
ps_reg_02
Numeric
| Distinct count | 19 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.4390043874 |
|---|---|
| Minimum | 0 |
| Maximum | 1.8 |
| Zeros (%) | 15.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| Median | 0.3 |
| Q3 | 0.6 |
| 95-th percentile | 1.3 |
| Maximum | 1.8 |
| Range | 1.8 |
| Interquartile range | 0.4 |
Descriptive statistics
| Standard deviation | 0.404388314 |
|---|---|
| Coef of variation | 0.9211486847 |
| Kurtosis | 1.123763475 |
| Mean | 0.4390043874 |
| MAD | 0.3127340961 |
| Skewness | 1.281554138 |
| Sum | 182910.3 |
| Variance | 0.1635299085 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) | |
| 0.2 | 80350 | 19.3% | |
| 0.3 | 66474 | 16.0% | |
| 0 | 62627 | 15.0% | |
| 0.4 | 41898 | 10.1% | |
| 0.5 | 25509 | 6.1% | |
| 0.6 | 23452 | 5.6% | |
| 0.1 | 22354 | 5.4% | |
| 0.7 | 14800 | 3.6% | |
| 0.8 | 13777 | 3.3% | |
| 0.9 | 11792 | 2.8% | |
| Other values (9) | 53615 | 12.9% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 62627 | 15.0% | |
| 0.1 | 22354 | 5.4% | |
| 0.2 | 80350 | 19.3% | |
| 0.3 | 66474 | 16.0% | |
| 0.4 | 41898 | 10.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.8 | 3320 | 0.8% | |
| 1.7 | 1742 | 0.4% | |
| 1.6 | 3569 | 0.9% | |
| 1.5 | 4063 | 1.0% | |
| 1.4 | 4815 | 1.2% |
ps_reg_03
Numeric
| Distinct count | 4952 |
|---|---|
| Unique (%) | 1.2% |
| Missing (%) | 18.1% |
| Missing (n) | 75496 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8937235659 |
|---|---|
| Minimum | 0.0612372436 |
| Maximum | 4.037945022 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 0.0612372436 |
|---|---|
| 5-th percentile | 0.4911720676 |
| Q1 | 0.6329494451 |
| Median | 0.8015609771 |
| Q3 | 1.08368584 |
| 95-th percentile | 1.583903406 |
| Maximum | 4.037945022 |
| Range | 3.976707778 |
| Interquartile range | 0.450736395 |
Descriptive statistics
| Standard deviation | 0.3454475457 |
|---|---|
| Coef of variation | 0.3865261686 |
| Kurtosis | 0.8951820102 |
| Mean | 0.8937235659 |
| MAD | 0.2751665764 |
| Skewness | 1.064529323 |
| Sum | 304895.582 |
| Variance | 0.1193340068 |
| Memory size | 3.2 MiB |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 0.6339361167 | 469 | 0.1% | |
| 0.6025985397 | 450 | 0.1% | |
| 0.704893609 | 439 | 0.1% | |
| 0.6800735254 | 434 | 0.1% | |
| 0.5963430221 | 425 | 0.1% | |
| 0.5878988008 | 423 | 0.1% | |
| 0.66473679 | 404 | 0.1% | |
| 0.6219927652 | 403 | 0.1% | |
| 0.6194755847 | 401 | 0.1% | |
| 0.6571719714 | 399 | 0.1% | |
| Other values (4941) | 336905 | 80.9% | |
| (Missing) | 75496 | 18.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0.0612372436 | 2 | < 0.1% | |
| 0.075 | 15 | < 0.1% | |
| 0.1369306394 | 2 | < 0.1% | |
| 0.15 | 3 | < 0.1% | |
| 0.1541103501 | 9 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 4.037945022 | 1 | < 0.1% | |
| 3.490791457 | 3 | < 0.1% | |
| 3.197753117 | 1 | < 0.1% | |
| 2.947456531 | 15 | < 0.1% | |
| 2.863564213 | 11 | < 0.1% |
target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 15268 |
| Value | Count | Frequency (%) | |
| 0 | 401380 | 96.3% | |
| 1 | 15268 | 3.7% |
First rows
| id | ps_calc_01 | ps_calc_02 | ps_calc_03 | ps_calc_04 | ps_calc_05 | ps_calc_06 | ps_calc_07 | ps_calc_08 | ps_calc_09 | ps_calc_10 | ps_calc_11 | ps_calc_12 | ps_calc_13 | ps_calc_14 | ps_calc_15_bin | ps_calc_16_bin | ps_calc_17_bin | ps_calc_18_bin | ps_calc_19_bin | ps_calc_20_bin | ps_car_01_cat | ps_car_02_cat | ps_car_03_cat | ps_car_04_cat | ps_car_05_cat | ps_car_06_cat | ps_car_07_cat | ps_car_08_cat | ps_car_09_cat | ps_car_10_cat | ps_car_11 | ps_car_11_cat | ps_car_12 | ps_car_13 | ps_car_14 | ps_car_15 | ps_ind_01 | ps_ind_02_cat | ps_ind_03 | ps_ind_04_cat | ps_ind_05_cat | ps_ind_06_bin | ps_ind_07_bin | ps_ind_08_bin | ps_ind_09_bin | ps_ind_10_bin | ps_ind_11_bin | ps_ind_12_bin | ps_ind_13_bin | ps_ind_14 | ps_ind_15 | ps_ind_16_bin | ps_ind_17_bin | ps_ind_18_bin | ps_reg_01 | ps_reg_02 | ps_reg_03 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1427502 | 0.9 | 0.5 | 0.8 | 4 | 3 | 8 | 3 | 8 | 4 | 6 | 4 | 2 | 2 | 5 | 0 | 1 | 1 | 0 | 1 | 0 | 7.0 | 1.0 | 1.0 | 0 | 1.0 | 1 | 1.0 | 1 | 0.0 | 1 | 3.0 | 65 | 0.316228 | 0.394932 | 0.293258 | 0.000000 | 7 | 1.0 | 10 | 1.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 1 | 0 | 0 | 0.6 | 0.8 | 0.873928 | 0 |
| 1 | 1148083 | 0.1 | 0.6 | 0.7 | 2 | 3 | 9 | 6 | 8 | 3 | 9 | 3 | 1 | 3 | 15 | 0 | 1 | 0 | 0 | 0 | 0 | 11.0 | 1.0 | NaN | 0 | NaN | 10 | 1.0 | 1 | 2.0 | 1 | 2.0 | 89 | 0.387298 | 0.932683 | 0.410122 | 3.464102 | 1 | 1.0 | 3 | 0.0 | 0.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0.8 | 0.3 | 0.653835 | 0 |
| 2 | 435838 | 0.4 | 0.1 | 0.1 | 1 | 3 | 8 | 3 | 9 | 4 | 10 | 6 | 3 | 3 | 10 | 0 | 1 | 1 | 0 | 0 | 0 | 7.0 | 1.0 | NaN | 0 | NaN | 1 | 1.0 | 1 | 2.0 | 1 | 1.0 | 64 | 0.316070 | 0.531993 | 0.364005 | 2.236068 | 0 | 2.0 | 6 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 0 | 0.8 | 0.3 | 0.714143 | 0 |
| 3 | 1342259 | 0.1 | 0.7 | 0.7 | 1 | 1 | 9 | 2 | 9 | 2 | 4 | 5 | 1 | 2 | 9 | 0 | 1 | 0 | 1 | 0 | 1 | 6.0 | 1.0 | NaN | 2 | 0.0 | 11 | 0.0 | 1 | 0.0 | 1 | 0.0 | 94 | 0.374166 | 0.672174 | 0.430116 | 3.316625 | 0 | 2.0 | 3 | 1.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 13 | 0 | 0 | 0 | 0.1 | 0.2 | NaN | 0 |
| 4 | 115072 | 0.3 | 0.1 | 0.8 | 2 | 0 | 9 | 4 | 8 | 3 | 8 | 4 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10.0 | 1.0 | NaN | 0 | NaN | 11 | 1.0 | 1 | 2.0 | 1 | 3.0 | 16 | 0.374166 | 0.717232 | 0.388716 | 3.316625 | 0 | 1.0 | 2 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0.7 | 0.0 | NaN | 0 |
| 5 | 404513 | 0.9 | 0.5 | 0.0 | 1 | 1 | 10 | 6 | 7 | 2 | 12 | 2 | 0 | 1 | 10 | 0 | 1 | 1 | 0 | 0 | 0 | 11.0 | 1.0 | NaN | 0 | NaN | 0 | 1.0 | 1 | 2.0 | 1 | 3.0 | 78 | 0.400000 | 0.796285 | 0.384838 | 3.464102 | 1 | 1.0 | 7 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 0 | 0 | 0.7 | 0.3 | 0.707549 | 1 |
| 6 | 329312 | 0.5 | 0.9 | 0.0 | 2 | 3 | 8 | 1 | 8 | 2 | 5 | 5 | 2 | 3 | 9 | 0 | 1 | 1 | 0 | 1 | 0 | 11.0 | 1.0 | NaN | 0 | NaN | 11 | 1.0 | 1 | 1.0 | 1 | 2.0 | 17 | 0.374166 | 0.901136 | 0.390384 | 3.464102 | 1 | 2.0 | 3 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 0 | 0.7 | 0.3 | 0.717199 | 0 |
| 7 | 402259 | 0.5 | 0.1 | 0.9 | 4 | 4 | 8 | 3 | 9 | 1 | 4 | 9 | 1 | 3 | 4 | 0 | 1 | 0 | 0 | 0 | 0 | 11.0 | 1.0 | NaN | 0 | NaN | 1 | 1.0 | 0 | 2.0 | 1 | 3.0 | 25 | 0.374166 | 0.839434 | NaN | 3.605551 | 0 | 1.0 | 3 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 1 | 0 | 0 | 0.9 | 0.2 | 0.443001 | 0 |
| 8 | 656635 | 0.9 | 0.6 | 0.6 | 2 | 0 | 5 | 4 | 9 | 2 | 10 | 3 | 2 | 4 | 7 | 0 | 1 | 1 | 0 | 0 | 0 | 7.0 | 0.0 | 1.0 | 1 | 0.0 | 17 | NaN | 0 | 2.0 | 1 | 1.0 | 104 | 0.400000 | 1.554785 | 0.332415 | 3.605551 | 0 | 1.0 | 6 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 0 | 0.9 | 0.8 | 1.404457 | 0 |
| 9 | 1010631 | 0.4 | 0.3 | 0.4 | 5 | 5 | 9 | 6 | 10 | 4 | 6 | 10 | 1 | 2 | 11 | 0 | 1 | 0 | 0 | 0 | 0 | 4.0 | 1.0 | NaN | 0 | 0.0 | 0 | 1.0 | 1 | 0.0 | 1 | 1.0 | 32 | 0.316228 | 0.631671 | 0.361525 | 3.000000 | 1 | 1.0 | 6 | 0.0 | 0.0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 4 | 1 | 0 | 0 | 0.1 | 0.1 | NaN | 0 |
Last rows
| id | ps_calc_01 | ps_calc_02 | ps_calc_03 | ps_calc_04 | ps_calc_05 | ps_calc_06 | ps_calc_07 | ps_calc_08 | ps_calc_09 | ps_calc_10 | ps_calc_11 | ps_calc_12 | ps_calc_13 | ps_calc_14 | ps_calc_15_bin | ps_calc_16_bin | ps_calc_17_bin | ps_calc_18_bin | ps_calc_19_bin | ps_calc_20_bin | ps_car_01_cat | ps_car_02_cat | ps_car_03_cat | ps_car_04_cat | ps_car_05_cat | ps_car_06_cat | ps_car_07_cat | ps_car_08_cat | ps_car_09_cat | ps_car_10_cat | ps_car_11 | ps_car_11_cat | ps_car_12 | ps_car_13 | ps_car_14 | ps_car_15 | ps_ind_01 | ps_ind_02_cat | ps_ind_03 | ps_ind_04_cat | ps_ind_05_cat | ps_ind_06_bin | ps_ind_07_bin | ps_ind_08_bin | ps_ind_09_bin | ps_ind_10_bin | ps_ind_11_bin | ps_ind_12_bin | ps_ind_13_bin | ps_ind_14 | ps_ind_15 | ps_ind_16_bin | ps_ind_17_bin | ps_ind_18_bin | ps_reg_01 | ps_reg_02 | ps_reg_03 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 416638 | 1470909 | 0.1 | 0.1 | 0.4 | 2 | 2 | 7 | 3 | 9 | 3 | 7 | 4 | 1 | 1 | 9 | 0 | 1 | 1 | 0 | 0 | 0 | 11.0 | 1.0 | 0.0 | 0 | 1.0 | 1 | NaN | 1 | 3.0 | 1 | 3.0 | 64 | 0.316228 | 0.646861 | 0.311448 | 2.828427 | 0 | 2.0 | 0 | 1.0 | NaN | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9 | 1 | 0 | 0 | 0.8 | 0.8 | 1.235668 | 0 |
| 416639 | 698639 | 0.5 | 0.9 | 0.2 | 3 | 1 | 10 | 3 | 7 | 1 | 11 | 6 | 1 | 4 | 8 | 0 | 1 | 1 | 0 | 1 | 0 | 7.0 | 1.0 | NaN | 0 | NaN | 0 | 1.0 | 1 | 2.0 | 1 | 3.0 | 32 | 0.316228 | 0.586769 | 0.361525 | 2.645751 | 1 | 1.0 | 7 | 0.0 | 6.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 0 | 0.6 | 0.3 | 0.707107 | 0 |
| 416640 | 1410519 | 0.1 | 0.1 | 0.6 | 3 | 0 | 6 | 6 | 11 | 2 | 8 | 4 | 3 | 3 | 3 | 0 | 1 | 0 | 1 | 0 | 0 | 8.0 | 1.0 | NaN | 8 | 1.0 | 0 | 1.0 | 1 | 0.0 | 1 | 2.0 | 104 | 0.447214 | 1.547125 | 0.556776 | 3.464102 | 2 | 2.0 | 2 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 1 | 0 | 0 | 0.4 | 0.0 | 1.070047 | 1 |
| 416641 | 1052989 | 0.5 | 0.5 | 0.0 | 4 | 1 | 7 | 2 | 9 | 3 | 17 | 5 | 1 | 7 | 6 | 0 | 1 | 1 | 0 | 1 | 1 | 4.0 | 0.0 | NaN | 0 | 1.0 | 11 | 1.0 | 1 | 0.0 | 1 | 3.0 | 30 | 0.446990 | 0.987379 | 0.452769 | 3.316625 | 4 | 1.0 | 6 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 1 | 0 | 0 | 0.8 | 0.6 | NaN | 0 |
| 416642 | 120771 | 0.9 | 0.4 | 0.6 | 3 | 2 | 7 | 5 | 9 | 1 | 12 | 7 | 1 | 5 | 6 | 0 | 0 | 1 | 0 | 0 | 1 | 7.0 | 1.0 | 0.0 | 0 | 0.0 | 1 | 1.0 | 1 | 2.0 | 0 | 2.0 | 40 | 0.423792 | 0.639408 | 0.329393 | 2.449490 | 0 | 1.0 | 5 | 0.0 | 6.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 1 | 0.6 | 0.3 | 0.674537 | 0 |
| 416643 | 1356892 | 0.5 | 0.2 | 0.9 | 1 | 2 | 10 | 3 | 9 | 2 | 10 | 6 | 0 | 2 | 11 | 0 | 1 | 0 | 1 | 0 | 1 | 5.0 | 1.0 | 1.0 | 0 | 1.0 | 4 | 1.0 | 1 | 0.0 | 1 | 3.0 | 12 | 0.400000 | 0.821710 | 0.327872 | 3.316625 | 2 | 1.0 | 2 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 0 | 0.6 | 0.3 | 0.691014 | 0 |
| 416644 | 1105100 | 0.4 | 0.5 | 0.2 | 4 | 2 | 9 | 3 | 12 | 0 | 9 | 2 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 8.0 | 1.0 | 0.0 | 0 | 0.0 | 11 | 1.0 | 1 | 0.0 | 1 | 2.0 | 67 | 0.374166 | 0.753872 | 0.300832 | 3.464102 | 0 | 1.0 | 9 | 0.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 0 | 0 | 0.7 | 0.5 | 0.820442 | 0 |
| 416645 | 863014 | 0.3 | 0.6 | 0.6 | 4 | 1 | 8 | 5 | 9 | 4 | 9 | 6 | 1 | 2 | 6 | 0 | 1 | 0 | 0 | 1 | 0 | 11.0 | 1.0 | NaN | 0 | NaN | 6 | 1.0 | 1 | 2.0 | 1 | 3.0 | 27 | 0.374166 | 0.747323 | 0.390768 | 3.162278 | 1 | 2.0 | 1 | 1.0 | 0.0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 0 | 1 | 0 | 0.9 | 1.6 | 1.567642 | 0 |
| 416646 | 742397 | 0.5 | 0.0 | 0.3 | 3 | 2 | 7 | 3 | 9 | 2 | 13 | 10 | 1 | 2 | 12 | 0 | 1 | 1 | 0 | 0 | 0 | 7.0 | 1.0 | NaN | 0 | NaN | 14 | 1.0 | 1 | 2.0 | 1 | 2.0 | 104 | 0.316228 | 0.689545 | 0.393700 | 3.000000 | 5 | 1.0 | 11 | 0.0 | 0.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 1 | 0.2 | 0.2 | NaN | 0 |
| 416647 | 360051 | 0.7 | 0.6 | 0.8 | 2 | 3 | 7 | 4 | 9 | 5 | 9 | 1 | 1 | 3 | 10 | 1 | 1 | 1 | 0 | 1 | 0 | 7.0 | 1.0 | NaN | 0 | NaN | 11 | 1.0 | 1 | 2.0 | 1 | 3.0 | 101 | 0.374166 | 0.803158 | 0.385097 | 3.316625 | 0 | 1.0 | 9 | 0.0 | 4.0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 1 | 0 | 0 | 0.9 | 0.5 | 0.875000 | 0 |